Richard Baumgartner

According to our database, Richard Baumgartner authored at least 27 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Challenges in Variable Importance Ranking Under Correlation.

Annie Liang, Thomas Jemielita, Andy Liaw, Vladimir Svetnik, Lingkang Huang, Richard Baumgartner, Jason M. Klusowski

CoRR, 2024

3D Segmentation of Necrotic Lung Lesions in CT Images Using Self-Supervised Contrastive Learning.

Yiqiao Liu, Sarah Halek, Randolph Crawford, Keith Persson, Michal Tomaszewski, Shubing Wang, Richard Baumgartner, Jianda Yuan, Gregory Goldmacher, Antong Chen

IEEE Access, 2024

2023

Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations.

Shaoyan Pan, Yiqiao Liu, Sarah Halek, Michal Tomaszewski, Shubing Wang, Richard Baumgartner, Jianda Yuan, Gregory Goldmacher, Antong Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Target alignment in truncated kernel ridge regression.

Arash A. Amini, Richard Baumgartner, Dai Feng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Unsupervised Learning to Profile Measles Outbreak Risk for US Counties.

Boshu Ru, Stephanie Kujawski, Amar Das, Nelson Afanador, Richard Baumgartner, Manjiri Pawaskar

Proceedings of the AMIA 2022, 2022

2021

A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning.

Dai Feng, Richard Baumgartner

CoRR, 2021

2020

(Decision and regression) tree ensemble based kernels for regression and classification.

Dai Feng, Richard Baumgartner

CoRR, 2020

Random Forest (RF) Kernel for Regression, Classification and Survival.

Dai Feng, Richard Baumgartner

CoRR, 2020

A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials.

Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2013

Quantifying temporal correlations: A test-retest evaluation of functional connectivity in resting-state fMRI.

Mark Fiecas, Hernando Ombao, Dan van Lunen, Richard Baumgartner, Alexandre Coimbra, Dai Feng

NeuroImage, 2013

2012

Modulation of CNS pain circuitry by intravenous and sublingual doses of buprenorphine.

Jaymin Upadhyay, Julie W. Anderson, Richard Baumgartner, Alexandre Coimbra, Adam J. Schwarz, Gautam V. Pendse, Diana Wallin, Lauren Nutile, James Bishop, Edward George, Igor Elman, Soujanya Sunkaraneni, Gary Maier, Smriti Iyengar, Jeffrey L. Evelhoch, David Bleakman, Richard Hargreaves, Lino Becerra, David Borsook

NeuroImage, 2012

2010

A Statistical Framework for Optimal Design Matrix Generation With Application to fMRI.

Gautam V. Pendse, Richard Baumgartner, Adam J. Schwarz, Alexandre Coimbra, David Borsook, Lino Becerra

IEEE Trans. Medical Imaging, 2010

Improved characterization of BOLD responses for evoked sensory stimuli.

Jaymin Upadhyay, Gautam V. Pendse, Julie W. Anderson, Adam J. Schwarz, Richard Baumgartner, Alexandre Coimbra, James Bishop, Jamie Knudsen, Edward George, Igor D. Grachev, Smriti Iyengar, David Bleakman, Richard Hargreaves, David Borsook, Lino Becerra

NeuroImage, 2010

2008

A multilevel tabu search algorithm for the feature selection problem in biomedical data.

Idowu O. Oduntan, Michel Toulouse, Richard Baumgartner, Christopher Bowman, Ray L. Somorjai, Teodor Gabriel Crainic

Comput. Math. Appl., 2008

2006

Data complexity assessment in undersampled classification of high-dimensional biomedical data.

Richard Baumgartner, Ray L. Somorjai

Pattern Recognit. Lett., 2006

2005

Identification of signatures in biomedical spectra using domain knowledge.

Erinija Pranckeviciene, Ray L. Somorjai, Richard Baumgartner, Moongu Jeon

Artif. Intell. Medicine, 2005

Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra.

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

On Understanding and Assessing Feature Selection Bias.

Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai

Proceedings of the Artificial Intelligence in Medicine, 2005

Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra.

A. Bamgbade, Ray L. Somorjai, Brion Dolenko, Erinija Pranckeviciene, Aleksander E. Nikulin, Richard Baumgartner

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data.

Raymund L. Somorjai, Murray E. Alexander, Richard Baumgartner, Stephanie Booth, Christopher Bowman, Aleksander B. Demko, Brion Dolenko, Marina Mandelzweig, Aleksander E. Nikulin, Nicolino J. Pizzi, Erinija Pranckeviciene, Arthur R. Summers, Peter Zhilkin

Proceedings of the Artificial Intelligence Methods And Tools For Systems Biology, 2004

Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns.

Ray L. Somorjai, Brion Dolenko, Aleksander B. Demko, Marina Mandelzweig, Aleksander E. Nikulin, Richard Baumgartner, Nicolino J. Pizzi

J. Biomed. Informatics, 2004

Control of Sparseness for Feature Selection.

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman

Proceedings of the Structural, 2004

Consensus-Based Identification of Spectral Signatures for Classification of High-Dimensional Biomedical Spectra.

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions.

Ray L. Somorjai, B. Dolenko, Richard Baumgartner

Bioinform., 2003

Reducing the Overconfidence of Base Classifiers when Combining Their Decisions.

Sarunas Raudys, Ray L. Somorjai, Richard Baumgartner

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

2002

Comparison of Two Classification Methodologies on a Real-World Biomedical Problem.

Ray L. Somorjai, Arunas Janeliunas, Richard Baumgartner, Sarunas Raudys

Proceedings of the Structural, 2002

1999

Explorative signal processing in functional MR imaging.

Ewald Moser, Richard Baumgartner, Markus Barth, Christian Windischberger

Int. J. Imaging Syst. Technol., 1999